NBTree ------------------ : NB0 Leaf number: 0 Naive Bayes Classifier Class Attribute lung head and neck esophagus thyroid stomach duoden and sm.int colon rectum anus salivary glands pancreas gallbladder liver kidney bladder testis prostate ovary corpus uteri cervix uteri vagina breast (0.24) (0.06) (0.03) (0.04) (0.11) (0.01) (0.04) (0.02) (0) (0.01) (0.08) (0.05) (0.02) (0.07) (0.01) (0.01) (0.03) (0.08) (0.02) (0.01) (0.01) (0.07) ============================================================================================================================================================================================================================================================================================================================================================================================================================== age <30 7.0 2.0 1.0 2.0 7.0 1.0 2.0 1.0 1.0 1.0 2.0 1.0 2.0 5.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 3.0 30-59 58.0 12.0 9.0 9.0 23.0 1.0 8.0 3.0 1.0 3.0 16.0 3.0 3.0 14.0 2.0 2.0 7.0 26.0 5.0 3.0 2.0 21.0 >=60 22.0 9.0 2.0 6.0 12.0 2.0 7.0 5.0 1.0 1.0 13.0 15.0 5.0 8.0 2.0 1.0 5.0 5.0 3.0 1.0 1.0 3.0 [total] 87.0 23.0 12.0 17.0 42.0 4.0 17.0 9.0 3.0 5.0 31.0 19.0 10.0 27.0 5.0 4.0 13.0 32.0 9.0 5.0 4.0 27.0 sex male 56.0 18.0 8.0 5.0 21.0 1.0 7.0 5.0 1.0 3.0 13.0 1.0 4.0 18.0 3.0 2.0 11.0 1.0 1.0 1.0 1.0 2.0 female 30.0 4.0 3.0 10.0 20.0 2.0 9.0 3.0 1.0 1.0 17.0 17.0 5.0 8.0 1.0 1.0 1.0 30.0 7.0 3.0 2.0 24.0 [total] 86.0 22.0 11.0 15.0 41.0 3.0 16.0 8.0 2.0 4.0 30.0 18.0 9.0 26.0 4.0 3.0 12.0 31.0 8.0 4.0 3.0 26.0 histologic-type epidermoid 21.0 17.0 4.0 1.0 1.0 1.0 1.0 2.0 1.0 3.0 1.0 2.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 2.0 1.0 adeno 21.0 1.0 3.0 10.0 35.0 2.0 14.0 6.0 1.0 1.0 27.0 15.0 7.0 22.0 1.0 2.0 11.0 28.0 7.0 3.0 1.0 24.0 anaplastic 7.0 1.0 1.0 2.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 2.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 [total] 49.0 19.0 8.0 13.0 37.0 4.0 16.0 9.0 3.0 5.0 29.0 18.0 10.0 24.0 3.0 4.0 13.0 30.0 9.0 5.0 4.0 26.0 degree-of-diffe well 6.0 6.0 1.0 6.0 14.0 1.0 3.0 5.0 1.0 2.0 5.0 1.0 1.0 6.0 1.0 1.0 5.0 9.0 2.0 1.0 1.0 1.0 fairly 4.0 6.0 1.0 3.0 2.0 1.0 3.0 1.0 1.0 1.0 2.0 2.0 2.0 1.0 1.0 2.0 4.0 2.0 2.0 2.0 1.0 5.0 poorly 56.0 5.0 6.0 4.0 7.0 1.0 1.0 1.0 1.0 1.0 13.0 6.0 2.0 2.0 2.0 1.0 1.0 5.0 2.0 1.0 1.0 3.0 [total] 66.0 17.0 8.0 13.0 23.0 3.0 7.0 7.0 3.0 4.0 20.0 9.0 5.0 9.0 4.0 4.0 10.0 16.0 6.0 4.0 3.0 9.0 bone yes 34.0 2.0 4.0 12.0 8.0 1.0 1.0 1.0 1.0 3.0 3.0 2.0 2.0 14.0 1.0 1.0 7.0 1.0 3.0 2.0 2.0 11.0 no 52.0 20.0 7.0 4.0 33.0 2.0 15.0 7.0 1.0 1.0 27.0 16.0 7.0 12.0 3.0 2.0 5.0 30.0 5.0 2.0 1.0 15.0 [total] 86.0 22.0 11.0 16.0 41.0 3.0 16.0 8.0 2.0 4.0 30.0 18.0 9.0 26.0 4.0 3.0 12.0 31.0 8.0 4.0 3.0 26.0 bone-marrow yes 4.0 1.0 1.0 1.0 3.0 1.0 1.0 1.0 1.0 1.0 2.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 2.0 no 82.0 21.0 10.0 15.0 38.0 2.0 15.0 7.0 1.0 3.0 28.0 17.0 8.0 25.0 3.0 2.0 11.0 30.0 7.0 3.0 2.0 24.0 [total] 86.0 22.0 11.0 16.0 41.0 3.0 16.0 8.0 2.0 4.0 30.0 18.0 9.0 26.0 4.0 3.0 12.0 31.0 8.0 4.0 3.0 26.0 lung yes 17.0 2.0 5.0 8.0 8.0 2.0 5.0 2.0 1.0 1.0 8.0 5.0 3.0 13.0 1.0 2.0 2.0 2.0 3.0 2.0 2.0 3.0 no 69.0 20.0 6.0 8.0 33.0 1.0 11.0 6.0 1.0 3.0 22.0 13.0 6.0 13.0 3.0 1.0 10.0 29.0 5.0 2.0 1.0 23.0 [total] 86.0 22.0 11.0 16.0 41.0 3.0 16.0 8.0 2.0 4.0 30.0 18.0 9.0 26.0 4.0 3.0 12.0 31.0 8.0 4.0 3.0 26.0 pleura yes 25.0 2.0 1.0 3.0 7.0 1.0 4.0 2.0 1.0 2.0 9.0 4.0 4.0 4.0 2.0 2.0 1.0 12.0 2.0 1.0 1.0 7.0 no 61.0 20.0 10.0 13.0 34.0 2.0 12.0 6.0 1.0 2.0 21.0 14.0 5.0 22.0 2.0 1.0 11.0 19.0 6.0 3.0 2.0 19.0 [total] 86.0 22.0 11.0 16.0 41.0 3.0 16.0 8.0 2.0 4.0 30.0 18.0 9.0 26.0 4.0 3.0 12.0 31.0 8.0 4.0 3.0 26.0 peritoneum yes 15.0 1.0 1.0 1.0 17.0 1.0 7.0 2.0 1.0 2.0 15.0 5.0 3.0 5.0 3.0 1.0 1.0 25.0 3.0 1.0 2.0 5.0 no 71.0 21.0 10.0 15.0 24.0 2.0 9.0 6.0 1.0 2.0 15.0 13.0 6.0 21.0 1.0 2.0 11.0 6.0 5.0 3.0 1.0 21.0 [total] 86.0 22.0 11.0 16.0 41.0 3.0 16.0 8.0 2.0 4.0 30.0 18.0 9.0 26.0 4.0 3.0 12.0 31.0 8.0 4.0 3.0 26.0 liver yes 30.0 1.0 4.0 2.0 14.0 1.0 10.0 4.0 1.0 1.0 22.0 14.0 1.0 3.0 1.0 1.0 3.0 7.0 3.0 2.0 2.0 4.0 no 56.0 21.0 7.0 14.0 27.0 2.0 6.0 4.0 1.0 3.0 8.0 4.0 8.0 23.0 3.0 2.0 9.0 24.0 5.0 2.0 1.0 22.0 [total] 86.0 22.0 11.0 16.0 41.0 3.0 16.0 8.0 2.0 4.0 30.0 18.0 9.0 26.0 4.0 3.0 12.0 31.0 8.0 4.0 3.0 26.0 brain yes 14.0 1.0 1.0 1.0 4.0 1.0 1.0 2.0 1.0 1.0 1.0 2.0 2.0 3.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 no 72.0 21.0 10.0 15.0 37.0 2.0 15.0 6.0 1.0 3.0 29.0 16.0 7.0 23.0 3.0 2.0 11.0 30.0 7.0 3.0 2.0 25.0 [total] 86.0 22.0 11.0 16.0 41.0 3.0 16.0 8.0 2.0 4.0 30.0 18.0 9.0 26.0 4.0 3.0 12.0 31.0 8.0 4.0 3.0 26.0 skin yes 11.0 1.0 2.0 2.0 1.0 1.0 1.0 2.0 1.0 1.0 1.0 1.0 1.0 3.0 1.0 1.0 1.0 3.0 1.0 1.0 1.0 4.0 no 74.0 21.0 9.0 14.0 40.0 2.0 15.0 6.0 1.0 3.0 29.0 17.0 8.0 23.0 3.0 2.0 11.0 28.0 7.0 3.0 2.0 22.0 [total] 85.0 22.0 11.0 16.0 41.0 3.0 16.0 8.0 2.0 4.0 30.0 18.0 9.0 26.0 4.0 3.0 12.0 31.0 8.0 4.0 3.0 26.0 neck yes 7.0 21.0 4.0 3.0 3.0 1.0 1.0 2.0 1.0 3.0 1.0 1.0 1.0 1.0 2.0 1.0 3.0 1.0 1.0 1.0 1.0 6.0 no 79.0 1.0 7.0 13.0 38.0 2.0 15.0 6.0 1.0 1.0 29.0 17.0 8.0 25.0 2.0 2.0 9.0 30.0 7.0 3.0 2.0 20.0 [total] 86.0 22.0 11.0 16.0 41.0 3.0 16.0 8.0 2.0 4.0 30.0 18.0 9.0 26.0 4.0 3.0 12.0 31.0 8.0 4.0 3.0 26.0 supraclavicular yes 25.0 3.0 5.0 3.0 11.0 1.0 2.0 1.0 1.0 3.0 1.0 1.0 2.0 3.0 1.0 1.0 3.0 2.0 1.0 1.0 1.0 11.0 no 61.0 19.0 6.0 13.0 30.0 2.0 14.0 7.0 1.0 1.0 29.0 17.0 7.0 23.0 3.0 2.0 9.0 29.0 7.0 3.0 2.0 15.0 [total] 86.0 22.0 11.0 16.0 41.0 3.0 16.0 8.0 2.0 4.0 30.0 18.0 9.0 26.0 4.0 3.0 12.0 31.0 8.0 4.0 3.0 26.0 axillar yes 6.0 1.0 2.0 2.0 5.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 2.0 1.0 1.0 1.0 1.0 1.0 1.0 1.0 22.0 no 79.0 21.0 9.0 14.0 36.0 2.0 15.0 7.0 1.0 3.0 29.0 17.0 8.0 24.0 3.0 2.0 11.0 30.0 7.0 3.0 2.0 4.0 [total] 85.0 22.0 11.0 16.0 41.0 3.0 16.0 8.0 2.0 4.0 30.0 18.0 9.0 26.0 4.0 3.0 12.0 31.0 8.0 4.0 3.0 26.0 mediastinum yes 53.0 1.0 3.0 6.0 6.0 1.0 4.0 1.0 1.0 1.0 6.0 4.0 3.0 6.0 2.0 1.0 3.0 2.0 2.0 2.0 1.0 5.0 no 33.0 21.0 8.0 10.0 35.0 2.0 12.0 7.0 1.0 3.0 24.0 14.0 6.0 20.0 2.0 2.0 9.0 29.0 6.0 2.0 2.0 21.0 [total] 86.0 22.0 11.0 16.0 41.0 3.0 16.0 8.0 2.0 4.0 30.0 18.0 9.0 26.0 4.0 3.0 12.0 31.0 8.0 4.0 3.0 26.0 abdominal yes 22.0 1.0 4.0 2.0 19.0 1.0 10.0 2.0 1.0 1.0 19.0 13.0 4.0 7.0 2.0 1.0 4.0 9.0 6.0 3.0 2.0 4.0 no 64.0 21.0 7.0 14.0 22.0 2.0 6.0 6.0 1.0 3.0 11.0 5.0 5.0 19.0 2.0 2.0 8.0 22.0 2.0 1.0 1.0 22.0 [total] 86.0 22.0 11.0 16.0 41.0 3.0 16.0 8.0 2.0 4.0 30.0 18.0 9.0 26.0 4.0 3.0 12.0 31.0 8.0 4.0 3.0 26.0 Number of Leaves : 1 Size of the tree : 1